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Shedding light on the black box of a neural network used to detect prostate cancer in whole slide images by occlusion-based explainability.
N Biotechnol. 2023 Dec 25;78:52-67. doi: 10.1016/j.nbt.2023.09.008. Epub 2023 Oct 2.
N Biotechnol. 2023.
PMID: 37793603
Free article.
Interpreting convolutional neural network classifiers applied to laser-induced breakdown optical emission spectra.
Képeš E, Vrábel J, Brázdil T, Holub P, Pořízka P, Kaiser J.
Képeš E, et al. Among authors: brazdil t.
Talanta. 2024 Jan 1;266(Pt 1):124946. doi: 10.1016/j.talanta.2023.124946. Epub 2023 Jul 13.
Talanta. 2024.
PMID: 37454514
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Privacy risks of whole-slide image sharing in digital pathology.
Holub P, Müller H, Bíl T, Pireddu L, Plass M, Prasser F, Schlünder I, Zatloukal K, Nenutil R, Brázdil T.
Holub P, et al. Among authors: brazdil t.
Nat Commun. 2023 May 4;14(1):2577. doi: 10.1038/s41467-023-37991-y.
Nat Commun. 2023.
PMID: 37142591
Free PMC article.
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Automated annotations of epithelial cells and stroma in hematoxylin-eosin-stained whole-slide images using cytokeratin re-staining.
Brázdil T, Gallo M, Nenutil R, Kubanda A, Toufar M, Holub P.
Brázdil T, et al.
J Pathol Clin Res. 2022 Mar;8(2):129-142. doi: 10.1002/cjp2.249. Epub 2021 Oct 30.
J Pathol Clin Res. 2022.
PMID: 34716754
Free PMC article.
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